Harvard Catalyst Profiles

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Leo Anthony Gutierrez Celi, M.D.

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Biography
2010
Information Technology Award
2010
Featured Designer, Smithsonian National Design Triennial
2010
mHeath Alliance Award (for Sana)
2010
Wireless Innovation Prize, 3rd Place (for Sana)
2011
Finalist, INDEX: Award, Design to Improve Life (for Sana)
2012
Mobile Health University Challenge, 1st place (for Sana)
2013
MIT Sloan Innovation Showcase (for Sana)
2018
Gold Award for MIT Hacking Discrimination
2019
Top 100 AI Leaders in Drug Discovery and Advanced Healthcare

Overview
Improving patient care by bridging the divide between doctors and data scientist

While wonderful new medical discoveries and innovations are in the news every day, doctors struggle daily with using information and techniques available right now while carefully adopting new concepts and treatments. As a practicing doctor, I deal with uncertainties and unanswered clinical questions all the time.

I encounter two key limitations in making the best possible decisions for my patients under any circumstances. First, while there are reams of information in books and online, doctors often lack the time to find and digest it all. Instead, we must work with what we carry in our heads, from personal experience and education. Another constraint, perhaps even more important, is that the information available is usually not focused on the specific individual or situation at hand.

For example, there are general guidelines for the ideal blood pressure a patient with a severe infection should have. However, the truly best target blood pressure levels likely differ from patient to patient, and perhaps even changes for an individual patient over the course of treatment.

The ongoing computerization of health records presents an opportunity to overcome these limitations. Analyzing electronic data from many doctors' experiences with many patients, we can move ever closer to answering the age-old question: what is truly best for each patient? In countries with advanced health care systems, we can find optimal care by improving analysis of the data doctors already collect. In poorer and more rural countries, we must first collect that data before being able to analyze it. In both cases, medical professionals and data scientists need to work together to improve health care for everyone.

Toward individual application of mass data

This type of data-driven approach could be very useful. At the moment, a report from the National Academy of Medicine tells us, most doctors base most of their everyday decisions on guidelines from (sometimes biased) expert opinions or small clinical trials. It would be better if they were from multicenter, large, randomized controlled studies, with tightly controlled conditions ensuring the results are as reliable as possible. However, those are expensive and difficult to perform, and even then often exclude a number of important patient groups on the basis of age, disease and sociological factors.

Part of the problem is that health records are traditionally kept on paper, making them hard to analyze en masse. As a result, most of what medical professionals might have learned from experiences was lost – or at least was inaccessible to another doctor meeting with a similar patient.

A digital system would collect and store as much clinical data as possible from as many patients as possible. It could then use information from the past – such as blood pressure, blood sugar levels, heart rate and other measurements of patients' body functions – to guide future doctors to the best diagnosis and treatment of similar patients.

Industrial giants such as Google, IBM, SAP and Hewlett-Packard have also recognized the potential for this kind of approach, and are now working on how to leverage population data for the precise medical care of individuals.

Collaborating on data and medicine

At the Laboratory of Computational Physiology at the Massachusetts Institute of Technology, we have begun to collect large amounts of detailed patient data in the Medical Information Mart in Intensive Care (MIMIC). It is a database containing information from 60,000 patient admissions to the intensive care units of the Beth Israel Deaconess Medical Center, a Boston teaching hospital affiliated with Harvard Medical School. The data in MIMIC has been meticulously scoured so individual patients cannot be recognized, and is freely shared online with the research community.

But the database itself is not enough. We bring together front-line clinicians (such as nurses, pharmacists and doctors) to identify questions they want to investigate, and data scientists to conduct the appropriate analyses of the MIMIC records. This gives caregivers and patients the best individualized treatment options in the absence of a randomized controlled trial.

Bringing data analysis to the world

At the same time we are working to bring these data-enabled systems to assist with medical decisions to countries with limited health care resources, where research is considered an expensive luxury. Often these countries have few or no medical records – even on paper – to analyze. We can help them collect health data digitally, creating the potential to significantly improve medical care for their populations.

This task is the focus of Sana, a collection of technical, medical and community experts from across the globe that is also based in our group at MIT. Sana has designed a digital health information system specifically for use by health providers and patients in rural and underserved areas.

At its core is an open-source system that uses cellphones – common even in poor and rural nations – to collect, transmit and store all sorts of medical data. It can handle not only basic patient data such as height and weight, but also photos and X-rays, ultrasound videos, and electrical signals from a patient’s brain (EEG) and heart (ECG).

Partnering with universities and health organizations, Sana organizes training sessions (which we call “bootcamps”) and collaborative workshops (called “hackathons”) to connect nurses, doctors and community health workers at the front lines of care with technology experts in or near their communities. In 2015, we held bootcamps and hackathons in Colombia, Uganda, Greece and Mexico. The bootcamps teach students in technical fields like computer science and engineering how to design and develop health apps that can run on cellphones. Immediately following the bootcamp, the medical providers join the group and the hackathon begins.

Originally the brainchild of Silicon Valley, a hackathon brings people from different fields together over a short period of time to attack a specific problem or type of problem. At Sana events, attendees focus on a specific health problem, such as how to screen rural populations for heart disease or monitor children with epilepsy, using cellphones.

Teams build prototype apps to address specific problems the doctors and nurses have encountered. Some projects from the hackathon are continued as research or start-up ventures.

Delivering better health care through technology

In Mexico City at the beginning of 2016, Sana held a bootcamp-hackathon focusing on the health needs of older people. Joining the efforts of the engineering department of the local university, Tec de Monterrey, and geriatricians at a local hospital, it produced several promising prototype applications.

One app would help to provide patients with exercises to control urinary incontinence. An “Uber-like” app would connect families with caretakers – relieving them from relying on word of mouth or worse, the phone book. A third “Tinder-like” app would help elderly people find others with similar interests, reducing their social isolation. The collaborations continue to further develop the prototypes and test a few of them in the hospital and clinics.

At the end of the day, though, the purpose is not the apps. By fostering relationships among engineers, health care providers and even patients, the Sana and MIMIC projects are helping to move medicine into a truly functional and beneficial digital age.

Mentoring

Featured Content

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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  1. Deliberato RO, Serpa Neto A, Komorowski M, Stone DJ, Ko SQ, Bulgarelli L, Rodrigues Ponzoni C, de Freitas Chaves RC, Celi LA, Johnson AEW. An Evaluation of the Influence of Body Mass Index on Severity Scoring. Crit Care Med. 2019 Feb; 47(2):247-253. PMID: 30395555.
    Citations:    Fields:    
  2. Sauer CM, Sasson D, Paik KE, McCague N, Celi LA, Sánchez Fernández I, Illigens BMW. Feature selection and prediction of treatment failure in tuberculosis. PLoS One. 2018; 13(11):e0207491. PMID: 30458029.
    Citations:    Fields:    
  3. Rush B, Celi LA, Stone DJ. Applying machine learning to continuously monitored physiological data. J Clin Monit Comput. 2018 Nov 11. PMID: 30417258.
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  4. Vistisen ST, Moody B, Celi LA, Chen C. Post-extrasystolic characteristics in the arterial blood pressure waveform are associated with right ventricular dysfunction in intensive care patients. J Clin Monit Comput. 2019 Aug; 33(4):565-571. PMID: 30411186.
    Citations:    Fields:    
  5. Komorowski M, Celi LA, Badawi O, Gordon AC, Faisal AA. The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care. Nat Med. 2018 11; 24(11):1716-1720. PMID: 30349085.
    Citations:    Fields:    
  6. Sauer CM, Dong J, Celi LA, Ramazzotti D. Improved Survival of Cancer Patients Admitted to the Intensive Care Unit between 2002 and 2011 at a U.S. Teaching Hospital. Cancer Res Treat. 2018 Oct 10. PMID: 30309220.
    Citations:    Fields:    
  7. Rush B, Wiskar K, Fruhstorfer C, Celi LA, Walley KR. The Impact of Chronic Ozone and Particulate Air Pollution on Mortality in Patients With Sepsis Across the United States. J Intensive Care Med. 2018 Oct 07; 885066618804497. PMID: 30295138.
    Citations:    Fields:    
  8. Serpa Neto A, Deliberato RO, Johnson AEW, Bos LD, Amorim P, Pereira SM, Cazati DC, Cordioli RL, Correa TD, Pollard TJ, Schettino GPP, Timenetsky KT, Celi LA, Pelosi P, Gama de Abreu M, Schultz MJ. Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts. Intensive Care Med. 2018 Nov; 44(11):1914-1922. PMID: 30291378.
    Citations: 1     Fields:    
  9. Bose S, Johnson AEW, Moskowitz A, Celi LA, Raffa JD. Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study. J Intensive Care Med. 2018 Oct 01; 885066618800276. PMID: 30270722.
    Citations:    Fields:    
  10. García-Gallo JE, Fonseca-Ruiz NJ, Celi LA, Duitama-Muñoz JF. A machine learning-based model for 1-year mortality prediction in patients admitted to an Intensive Care Unit with a diagnosis of sepsis. Med Intensiva. 2018 Sep 20. PMID: 30245121.
    Citations:    Fields:    
  11. Pollard TJ, Johnson AEW, Raffa JD, Celi LA, Mark RG, Badawi O. The eICU Collaborative Research Database, a freely available multi-center database for critical care research. Sci Data. 2018 09 11; 5:180178. PMID: 30204154.
    Citations:    Fields:    
  12. Severson KA, Ritter-Cox L, Raffa JD, Celi LA, Gordon WJ. Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis. J Intensive Care Med. 2018 Aug 21; 885066618794925. PMID: 30130997.
    Citations:    Fields:    
  13. Núñez Reiz A, Martínez Sagasti F, Álvarez González M, Blesa Malpica A, Martín Benítez JC, Nieto Cabrera M, Del Pino Ramírez Á, Gil Perdomo JM, Prada Alonso J, Celi LA, Armengol de la Hoz MÁ, Deliberato R, Paik K, Pollard T, Raffa J, Torres F, Mayol J, Chafer J, González Ferrer A, Rey Á, González Luengo H, Fico G, Lombroni I, Hernandez L, López L, Merino B, Cabrera MF, Arredondo MT, Bodí M, Gómez J, Rodríguez A, Sánchez García M. Big data and machine learning in critical care: Opportunities for collaborative research. Med Intensiva. 2019 Jan - Feb; 43(1):52-57. PMID: 30077427.
    Citations:    Fields:    
  14. Cosgriff CV, Celi LA, Sauer CM. Boosting Clinical Decision-making: Machine Learning for Intensive Care Unit Discharge. Ann Am Thorac Soc. 2018 Jul; 15(7):804-805. PMID: 29957040.
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  15. McLennan S, Shaw D, Celi LA. The challenge of local consent requirements for global critical care databases. Intensive Care Med. 2019 02; 45(2):246-248. PMID: 29922844.
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  16. Feng M, McSparron JI, Kien DT, Stone DJ, Roberts DH, Schwartzstein RM, Vieillard-Baron A, Celi LA. Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database. Intensive Care Med. 2018 06; 44(6):884-892. PMID: 29806057.
    Citations: 1     Fields:    
  17. Iqbal U, Dagan A, Syed-Abdul S, Celi LA, Malwade S, Hsu MH, Li YJ. A hackathon promoting Taiwanese health-IoT innovation. Comput Methods Programs Biomed. 2018 Sep; 163:29-32. PMID: 30119854.
    Citations:    Fields:    
  18. Lokhandwala S, McCague N, Chahin A, Escobar B, Feng M, Ghassemi MM, Stone DJ, Celi LA. One-year mortality after recovery from critical illness: A retrospective cohort study. PLoS One. 2018; 13(5):e0197226. PMID: 29750814.
    Citations:    Fields:    Translation:Humans
  19. Johnson AEW, Aboab J, Raffa JD, Pollard TJ, Deliberato RO, Celi LA, Stone DJ. A Comparative Analysis of Sepsis Identification Methods in an Electronic Database. Crit Care Med. 2018 Apr; 46(4):494-499. PMID: 29303796.
    Citations: 1     Fields:    
  20. Stretch R, Della Penna N, Celi LA, Landon BE. Effect of Boarding on Mortality in ICUs. Crit Care Med. 2018 Apr; 46(4):525-531. PMID: 29252930.
    Citations: 1     Fields:    
  21. Deliberato RO, Ko S, Komorowski M, Armengol de La Hoz MA, Frushicheva MP, Raffa JD, Johnson AEW, Celi LA, Stone DJ. Severity of Illness Scores May Misclassify Critically Ill Obese Patients. Crit Care Med. 2018 03; 46(3):394-400. PMID: 29194147.
    Citations:    Fields:    
  22. Serpa Neto A, Kugener G, Bulgarelli L, Rabello Filho R, Hoz MÁA, Johnson AE, Paik KE, Torres F, Xie C, Amaro Júnior E, Ferraz LJR, Celi LA, Deliberato RO. First Brazilian datathon in critical care. Rev Bras Ter Intensiva. 2018 Mar; 30(1):6-8. PMID: 29742215.
    Citations:    Fields:    Translation:Humans
  23. Celi LA, Deliberato R, Vieira S. Foreword. Int J Med Inform. 2018 05; 113:96-97. PMID: 29602439.
    Citations:    Fields:    
  24. Gehrmann S, Dernoncourt F, Li Y, Carlson ET, Wu JT, Welt J, Foote J, Moseley ET, Grant DW, Tyler PD, Celi LA. Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives. PLoS One. 2018; 13(2):e0192360. PMID: 29447188.
    Citations: 2     Fields:    Translation:Humans
  25. Rush B, Stone DJ, Celi LA. From Big Data to Artificial Intelligence: Harnessing Data Routinely Collected in the Process of Care. Crit Care Med. 2018 02; 46(2):345-346. PMID: 29337803.
    Citations:    Fields:    
  26. Piza FMT, Celi LA, Deliberato RO, Bulgarelli L, de Carvalho FRT, Filho RR, de La Hoz MAA, Kesselheim JC. Assessing team effectiveness and affective learning in a datathon. Int J Med Inform. 2018 04; 112:40-44. PMID: 29500020.
    Citations:    Fields:    Translation:Humans
  27. Lyndon MP, Cassidy MP, Celi LA, Hendrik L, Kim YJ, Gomez N, Baum N, Bulgarelli L, Paik KE, Dagan A. Hacking Hackathons: Preparing the next generation for the multidisciplinary world of healthcare technology. Int J Med Inform. 2018 04; 112:1-5. PMID: 29500006.
    Citations: 1     Fields:    Translation:Humans
  28. Tyler PD, Stone DJ, Geisler BP, McLennan S, Celi LA, Rush B. Racial and Geographic Disparities in Interhospital ICU Transfers. Crit Care Med. 2018 01; 46(1):e76-e80. PMID: 29068859.
    Citations: 1     Fields:    Translation:Humans
  29. Rush B, Tyler PD, Stone DJ, Geisler BP, Walley KR, Celi LA. Outcomes of Ventilated Patients With Sepsis Who Undergo Interhospital Transfer: A Nationwide Linked Analysis. Crit Care Med. 2018 01; 46(1):e81-e86. PMID: 29068858.
    Citations: 1     Fields:    Translation:Humans
  30. Johnson AE, Stone DJ, Celi LA, Pollard TJ. The MIMIC Code Repository: enabling reproducibility in critical care research. J Am Med Inform Assoc. 2018 01 01; 25(1):32-39. PMID: 29036464.
    Citations: 7     Fields:    Translation:Humans
  31. Wiens J, Snyder GM, Finlayson S, Mahoney MV, Celi LA. Potential Adverse Effects of Broad-Spectrum Antimicrobial Exposure in the Intensive Care Unit. Open Forum Infect Dis. 2018 Feb; 5(2):ofx270. PMID: 29479546.
    Citations:    
  32. Wu JT, Dernoncourt F, Gehrmann S, Tyler PD, Moseley ET, Carlson ET, Grant DW, Li Y, Welt J, Celi LA. Behind the scenes: A medical natural language processing project. Int J Med Inform. 2018 04; 112:68-73. PMID: 29500024.
    Citations: 1     Fields:    Translation:Humans
  33. Pathanasethpong A, Soomlek C, Morley K, Morley M, Polpinit P, Dagan A, Weis JW, Celi LA. Tackling Regional Public Health Issues Using Mobile Health Technology: Event Report of an mHealth Hackathon in Thailand. JMIR Mhealth Uhealth. 2017 Oct 16; 5(10):e155. PMID: 29038098.
    Citations: 1     
  34. Moskowitz A, Chen KP, Cooper AZ, Chahin A, Ghassemi MM, Celi LA. Management of Atrial Fibrillation with Rapid Ventricular Response in the Intensive Care Unit: A Secondary Analysis of Electronic Health Record Data. Shock. 2017 10; 48(4):436-440. PMID: 28328711.
    Citations:    Fields:    Translation:Humans
  35. Rush B, Walley KR, Celi LA, Rajoriya N, Brahmania M. Palliative care access for hospitalized patients with end-stage liver disease across the United States. Hepatology. 2017 11; 66(5):1585-1591. PMID: 28660622.
    Citations: 1     Fields:    Translation:Humans
  36. Wiskar K, Celi LA, Walley KR, Fruhstorfer C, Rush B. Inpatient palliative care referral and 9-month hospital readmission in patients with congestive heart failure: a linked nationwide analysis. J Intern Med. 2017 11; 282(5):445-451. PMID: 28741859.
    Citations:    Fields:    Translation:Humans
  37. Wiskar KJ, Celi LA, McDermid RC, Walley KR, Russell JA, Boyd JH, Rush B. Patterns of Palliative Care Referral in Patients Admitted With Heart Failure Requiring Mechanical Ventilation. Am J Hosp Palliat Care. 2018 Apr; 35(4):620-626. PMID: 28826226.
    Citations: 1     Fields:    Translation:Humans
  38. Tyler PD, Celi LA. Tele-ICU Increases Interhospital Transfers: Does Big Brother Know Better? Crit Care Med. 2017 08; 45(8):1417-1419. PMID: 28708685.
    Citations:    Fields:    
  39. Fuchs L, Feng M, Novack V, Lee J, Taylor J, Scott D, Howell M, Celi L, Talmor D. The Effect of ARDS on Survival: Do Patients Die From ARDS or With ARDS? J Intensive Care Med. 2019 May; 34(5):374-382. PMID: 28681644.
    Citations:    Fields:    
  40. Rush B, Berger L, Anthony Celi L. Access to Palliative Care for Patients Undergoing Mechanical Ventilation With Idiopathic Pulmonary Fibrosis in the United States. Am J Hosp Palliat Care. 2018 Mar; 35(3):492-496. PMID: 28602096.
    Citations: 1     Fields:    Translation:Humans
  41. Fuchs L, Anstey M, Feng M, Toledano R, Kogan S, Howell MD, Clardy P, Celi L, Talmor D, Novack V. Quantifying the Mortality Impact of Do-Not-Resuscitate Orders in the ICU. Crit Care Med. 2017 Jun; 45(6):1019-1027. PMID: 28328651.
    Citations: 2     Fields:    Translation:Humans
  42. Wu M, Ghassemi M, Feng M, Celi LA, Szolovits P, Doshi-Velez F. Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database. J Am Med Inform Assoc. 2017 May 01; 24(3):488-495. PMID: 27707820.
    Citations: 1     Fields:    Translation:Humans
  43. Komorowski M, Celi LA. Will Artificial Intelligence Contribute to Overuse in Healthcare? Crit Care Med. 2017 05; 45(5):912-913. PMID: 28410309.
    Citations: 1     Fields:    
  44. Celi LA, Fraser H, Nikore V, Paik K, Osorio JS, editors. Global Health Informatics: Principles of eHealth and mHealth to improve quality of care. 2017; 465.
  45. Rush B, Wiskar K, Celi LA, Walley KR, Russell JA, McDermid RC, Boyd JH. Association of Household Income Level and In-Hospital Mortality in Patients With Sepsis: A Nationwide Retrospective Cohort Analysis. J Intensive Care Med. 2018 Oct; 33(10):551-556. PMID: 28385107.
    Citations:    Fields:    Translation:Humans
  46. Deliberato RO, Rocha LL, Lima AH, Santiago CR, Terra JC, Dagan A, Celi LA. Physician satisfaction with a multi-platform digital scheduling system. PLoS One. 2017; 12(3):e0174127. PMID: 28328958.
    Citations:    Fields:    Translation:Humans
  47. Rush B, Martinka P, Kilb B, McDermid RC, Boyd JH, Celi LA. Acute Respiratory Distress Syndrome in Pregnant Women. Obstet Gynecol. 2017 03; 129(3):530-535. PMID: 28178046.
    Citations: 1     Fields:    Translation:Humans
  48. Luchting B, Hinske LC, Rachinger-Adam B, Celi LA, Kreth S, Azad SC. Soluble intercellular adhesion molecule-1: a potential biomarker for pain intensity in chronic pain patients. Biomark Med. 2017 Mar; 11(3):265-276. PMID: 28240097.
    Citations:    Fields:    Translation:Humans
  49. Rush B, McDermid RC, Celi LA, Walley KR, Russell JA, Boyd JH. Association between chronic exposure to air pollution and mortality in the acute respiratory distress syndrome. Environ Pollut. 2017 May; 224:352-356. PMID: 28202265.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  50. Marshall DC, Salciccioli JD, Goodson RJ, Pimentel MA, Sun KY, Celi LA, Shalhoub J. The association between sodium fluctuations and mortality in surgical patients requiring intensive care. J Crit Care. 2017 08; 40:63-68. PMID: 28347943.
    Citations: 1     Fields:    Translation:Humans
  51. Celi LA, Davidzon G, Johnson AE, Komorowski M, Marshall DC, Nair SS, Phillips CT, Pollard TJ, Raffa JD, Salciccioli JD, Salgueiro FM, Stone DJ. Bridging the Health Data Divide. J Med Internet Res. 2016 12 20; 18(12):e325. PMID: 27998877.
    Citations: 2     Fields:    Translation:Humans
  52. Lynch KE, Ghassemi F, Flythe JE, Feng M, Ghassemi M, Celi LA, Brunelli SM. Sodium modelling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit. Nephrology (Carlton). 2016 Oct; 21(10):870-7. PMID: 26590371.
    Citations: 2     Fields:    Translation:Humans
  53. Celi LA, Charlton P, Ghassemi M, Johnson AE, Komorowski M, Marshall D, Neumann T, Paik K, Pollard T, Raffa J, Salciccioli J, editors . Secondary analysis of electronic health records. 2016; 427. View Publication.
  54. Rush B, Romano K, Ashkanani M, McDermid RC, Celi LA. Impact of hospital case-volume on subarachnoid hemorrhage outcomes: A nationwide analysis adjusting for hemorrhage severity. J Crit Care. 2017 02; 37:240-243. PMID: 27663296.
    Citations: 1     Fields:    Translation:Humans
  55. Lee J, Mark RG, Celi LA, Danziger J. Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness. J Clin Pharmacol. 2016 12; 56(12):1500-1506. PMID: 27492273.
    Citations: 2     Fields:    Translation:Humans
  56. Celi LA, Lokhandwala S, Montgomery R, Moses C, Naumann T, Pollard T, Spitz D, Stretch R. Datathons and Software to Promote Reproducible Research. J Med Internet Res. 2016 08 24; 18(8):e230. PMID: 27558834.
    Citations: 1     Fields:    Translation:Humans
  57. Angelidis P, Berman L, Casas-Perez ML, Celi LA, Dafoulas GE, Dagan A, Escobar B, Lopez DM, Noguez J, Osorio-Valencia JS, Otine C, Paik K, Rojas-Potosi L, Symeonidis AL, Winkler E. The hackathon model to spur innovation around global mHealth. J Med Eng Technol. 2016 Oct - Nov; 40(7-8):392-399. PMID: 27538360.
    Citations: 5     Fields:    Translation:Humans
  58. Rush B, Hertz P, Bond A, McDermid RC, Celi LA. Use of Palliative Care in Patients With End-Stage COPD and Receiving Home Oxygen: National Trends and Barriers to Care in the United States. Chest. 2017 Jan; 151(1):41-46. PMID: 27387892.
    Citations: 6     Fields:    Translation:Humans
  59. Johnson AE, Pollard TJ, Shen L, Lehman LW, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, Mark RG. MIMIC-III, a freely accessible critical care database. Sci Data. 2016 May 24; 3:160035. PMID: 27219127.
    Citations: 66     Fields:    Translation:Humans
  60. Danziger J, Chen K, Cavender S, Lee J, Feng M, Mark RG, Mukamal KJ, Celi LA. Admission Peripheral Edema, Central Venous Pressure, and Survival in Critically Ill Patients. Ann Am Thorac Soc. 2016 05; 13(5):705-11. PMID: 26966784.
    Citations: 1     Fields:    Translation:Humans
  61. Aboab J, Celi LA, Charlton P, Feng M, Ghassemi M, Marshall DC, Mayaud L, Naumann T, McCague N, Paik KE, Pollard TJ, Resche-Rigon M, Salciccioli JD, Stone DJ. A "datathon" model to support cross-disciplinary collaboration. Sci Transl Med. 2016 Apr 06; 8(333):333ps8. PMID: 27053770.
    Citations: 8     Fields:    
  62. Boone MD, Massa J, Mueller A, Jinadasa SP, Lee J, Kothari R, Scott DJ, Callahan J, Celi LA, Hacker MR. The organizational structure of an intensive care unit influences treatment of hypotension among critically ill patients: A retrospective cohort study. J Crit Care. 2016 06; 33:14-8. PMID: 26975737.
    Citations:    Fields:    Translation:Humans
  63. Danziger J, Chen KP, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ. Obesity, Acute Kidney Injury, and Mortality in Critical Illness. Crit Care Med. 2016 Feb; 44(2):328-34. PMID: 26496453.
    Citations: 12     Fields:    Translation:Humans
  64. Chen KP, Cavender S, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ, Danziger J. Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness. Clin J Am Soc Nephrol. 2016 Apr 07; 11(4):602-8. PMID: 26787777.
    Citations: 14     Fields:    Translation:Humans
  65. Van Poucke S, Zhang Z, Schmitz M, Vukicevic M, Laenen MV, Celi LA, De Deyne C. Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform. PLoS One. 2016; 11(1):e0145791. PMID: 26731286.
    Citations: 5     Fields:    Translation:Humans
  66. Shrime MG, Ferket BS, Scott DJ, Lee J, Barragan-Bradford D, Pollard T, Arabi YM, Al-Dorzi HM, Baron RM, Hunink MG, Celi LA, Lai PS. Time-Limited Trials of Intensive Care for Critically Ill Patients With Cancer: How Long Is Long Enough? JAMA Oncol. 2016 Jan; 2(1):76-83. PMID: 26469222.
    Citations: 5     Fields:    Translation:Humans
  67. Naidus E, Celi LA. Big data in healthcare: are we close to it? Rev Bras Ter Intensiva. 2016 Jan-Mar; 28(1):8-10. PMID: 27096670.
    Citations:    Fields:    Translation:Humans
  68. Stupple A, Geocadin RG, Celi LA. Conversation prior to resuscitation: The new CPR. Resuscitation. 2016 Feb; 99:e3. PMID: 26740412.
    Citations: 1     Fields:    Translation:Humans
  69. Hsu DJ, Feng M, Kothari R, Zhou H, Chen KP, Celi LA. The Association Between Indwelling Arterial Catheters and Mortality in Hemodynamically Stable Patients With Respiratory Failure: A Propensity Score Analysis. Chest. 2015 Dec; 148(6):1470-1476. PMID: 26270005.
    Citations: 2     Fields:    Translation:Humans
  70. Celi LA, Marshall JD, Lai Y, Stone DJ. Disrupting Electronic Health Records Systems: The Next Generation. JMIR Med Inform. 2015 Oct 23; 3(4):e34. PMID: 26500106.
    Citations: 5     
  71. Paonessa JR, Brennan T, Pimentel M, Steinhaus D, Feng M, Celi LA. Hyperdynamic left ventricular ejection fraction in the intensive care unit. Crit Care. 2015 Aug 07; 19:288. PMID: 26250903.
    Citations: 3     Fields:    Translation:Humans
  72. Pereira RD, Salgado CM, Dejam A, Reti SR, Vieira SM, Sousa JM, Celi LA, Finkelstein SN. Fuzzy Modeling to Predict Severely Depressed Left Ventricular Ejection Fraction following Admission to the Intensive Care Unit Using Clinical Physiology. ScientificWorldJournal. 2015; 2015:212703. PMID: 26345130.
    Citations: 1     Fields:    Translation:Humans
  73. Byamba K, Syed-Abdul S, García-Romero M, Huang CW, Nergyi S, Nyamdorj A, Nguyen PA, Iqbal U, Paik K, Celi L, Nikore V, Somai M, Jian WS, Li YC. Mobile teledermatology for a prompter and more efficient dermatological care in rural Mongolia. Br J Dermatol. 2015 Jul; 173(1):265-7. PMID: 25494968.
    Citations: 1     Fields:    Translation:Humans
  74. Minhas MA, Velasquez AG, Kaul A, Salinas PD, Celi LA. Effect of Protocolized Sedation on Clinical Outcomes in Mechanically Ventilated Intensive Care Unit Patients: A Systematic Review and Meta-analysis of Randomized Controlled Trials. Mayo Clin Proc. 2015 May; 90(5):613-23. PMID: 25865475.
    Citations: 6     Fields:    Translation:Humans
  75. Ghassemi M, Celi LA, Stone DJ. State of the art review: the data revolution in critical care. Crit Care. 2015 Mar 16; 19:118. PMID: 25886756.
    Citations: 13     Fields:    Translation:Humans
  76. Chen KP, Lee J, Mark RG, Feng M, Celi LA, Malley BE, Danziger J. Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients. J Clin Pharmacol. 2015 Jul; 55(7):774-9. PMID: 25655574.
    Citations: 3     Fields:    Translation:Humans
  77. de Louw EJ, Sun PO, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ, Danziger J. Increased incidence of diuretic use in critically ill obese patients. J Crit Care. 2015 Jun; 30(3):619-23. PMID: 25721030.
    Citations: 4     Fields:    Translation:Humans
  78. Wyber R, Vaillancourt S, Perry W, Mannava P, Folaranmi T, Celi LA. Big data in global health: improving health in low- and middle-income countries. Bull World Health Organ. 2015 Mar 01; 93(3):203-8. PMID: 25767300.
    Citations: 12     Fields:    Translation:Humans
  79. Stone DJ, Celi LA, Csete M. Engineering control into medicine. J Crit Care. 2015 Jun; 30(3):652.e1-7. PMID: 25680579.
    Citations: 2     Fields:    Translation:Humans
  80. Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Nikore V, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A. Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR Med Inform. 2015 01 21; 3(1):e6. PMID: 25608565.
    Citations:    
  81. Salciccioli JD, Marshall DC, Pimentel MA, Santos MD, Pollard T, Celi LA, Shalhoub J. The association between the neutrophil-to-lymphocyte ratio and mortality in critical illness: an observational cohort study. Crit Care. 2015 Jan 19; 19:13. PMID: 25598149.
    Citations: 19     Fields:    Translation:HumansCells
  82. Moskowitz A, McSparron J, Stone DJ, Celi LA. Preparing a New Generation of Clinicians for the Era of Big Data. Harv Med Stud Rev. 2015 Jan; 2(1):24-27. PMID: 25688383.
    Citations: 5     
  83. Moseley ET, Hsu DJ, Stone DJ, Celi LA. Beyond open big data: addressing unreliable research. J Med Internet Res. 2014 Nov 11; 16(11):e259. PMID: 25405277.
    Citations: 4     Fields:    
  84. Celi LA, Csete M, Stone D. Optimal data systems: the future of clinical predictions and decision support. Curr Opin Crit Care. 2014 Oct; 20(5):573-80. PMID: 25137399.
    Citations: 5     Fields:    Translation:Humans
  85. Celi LA, Ippolito A, Montgomery RA, Moses C, Stone DJ. Crowdsourcing knowledge discovery and innovations in medicine. J Med Internet Res. 2014 Sep 19; 16(9):e216. PMID: 25239002.
    Citations: 7     Fields:    Translation:Humans
  86. Celi LA, Moseley E, Moses C, Ryan P, Somai M, Stone D, Tang KO. From Pharmacovigilance to Clinical Care Optimization. Big Data. 2014 Sep 01; 2(3):134-141. PMID: 26576325.
    Citations: 2     Fields:    
  87. Dejam A, Malley BE, Feng M, Cismondi F, Park S, Samani S, Samani ZA, Pinto DS, Celi LA. The effect of age and clinical circumstances on the outcome of red blood cell transfusion in critically ill patients. Crit Care. 2014 Aug 30; 18(4):487. PMID: 25175389.
    Citations: 5     Fields:    Translation:Humans
  88. Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A. Making big data useful for health care: a summary of the inaugural mit critical data conference. JMIR Med Inform. 2014 Aug 22; 2(2):e22. PMID: 25600172.
    Citations: 14     
  89. Ghassemi MM, Richter SE, Eche IM, Chen TW, Danziger J, Celi LA. A data-driven approach to optimized medication dosing: a focus on heparin. Intensive Care Med. 2014 Sep; 40(9):1332-9. PMID: 25091788.
    Citations: 6     Fields:    Translation:Humans
  90. De Waele J, Lipman J, Sakr Y, Marshall JC, Vanhems P, Barrera Groba C, Leone M, Vincent JL. Abdominal infections in the intensive care unit: characteristics, treatment and determinants of outcome. BMC Infect Dis. 2014 Jul 29; 14:420. PMID: 25074742.
    Citations: 10     Fields:    Translation:Humans
  91. Lee J, de Louw E, Niemi M, Nelson R, Mark RG, Celi LA, Mukamal KJ, Danziger J. Association between fluid balance and survival in critically ill patients. J Intern Med. 2015 Apr; 277(4):468-77. PMID: 24931482.
    Citations: 15     Fields:    Translation:Humans
  92. Celi LA, Zimolzak AJ, Stone DJ. Dynamic clinical data mining: search engine-based decision support. JMIR Med Inform. 2014 Jun 23; 2(1):e13. PMID: 25600664.
    Citations: 12     
  93. Boone MD, Celi LA, Ho BG, Pencina M, Curry MP, Lior Y, Talmor D, Novack V. Model for End-Stage Liver Disease score predicts mortality in critically ill cirrhotic patients. J Crit Care. 2014 Oct; 29(5):881.e7-13. PMID: 24974049.
    Citations: 6     Fields:    Translation:Humans
  94. Velasquez A, Ghassemi M, Szolovits P, Park S, Osorio J, Dejam A, Celi L. Long-term outcomes of minor troponin elevations in the intensive care unit. Anaesth Intensive Care. 2014 May; 42(3):356-64. PMID: 24794476.
    Citations: 1     Fields:    Translation:Humans
  95. Moskowitz A, Lee J, Donnino MW, Mark R, Celi LA, Danziger J. The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness. J Intensive Care Med. 2016 Mar; 31(3):187-92. PMID: 24733810.
    Citations: 4     Fields:    Translation:Humans
  96. Fuchs L, Novack V, McLennan S, Celi LA, Baumfeld Y, Park S, Howell MD, Talmor DS. Trends in severity of illness on ICU admission and mortality among the elderly. PLoS One. 2014; 9(4):e93234. PMID: 24699251.
    Citations: 4     Fields:    Translation:Humans
  97. Ghassemi M, Marshall J, Singh N, Stone DJ, Celi LA. Leveraging a critical care database: selective serotonin reuptake inhibitor use prior to ICU admission is associated with increased hospital mortality. Chest. 2014 Apr; 145(4):745-752. PMID: 24371841.
    Citations: 9     Fields:    Translation:Humans
  98. Gustot T, Felleiter P, Pickkers P, Sakr Y, Rello J, Velissaris D, Pierrakos C, Taccone FS, Sevcik P, Moreno C, Vincent JL. Impact of infection on the prognosis of critically ill cirrhotic patients: results from a large worldwide study. Liver Int. 2014 Nov; 34(10):1496-503. PMID: 24606193.
    Citations: 13     Fields:    Translation:HumansCells
  99. Walker X, Lee J, Koval L, Kirkwood A, Taylor J, Gibbs J, Ng S, Steele L, Thompson P, Celi LA. Predicting ICU admissions from attempted suicide presentations at an Emergency Department in Central Queensland. Australas Med J. 2013; 6(11):536-41. PMID: 24348869.
    Citations: 2     
  100. DePasse J, Celi LA. Collaboration, capacity building and co-creation as a new mantra in global health. Int J Qual Health Care. 2016 Sep; 28(4):536-7. PMID: 24225268.
    Citations:    Fields:    Translation:Humans
  101. Celi LA, Scott DJ, Lee J, Nelson R, Alper SL, Mukamal KJ, Mark RG, Danziger J. Association of hypermagnesemia and blood pressure in the critically ill. J Hypertens. 2013 Nov; 31(11):2136-41; discussion 2141. PMID: 24029865.
    Citations: 3     Fields:    Translation:Humans
  102. Lee J, Govindan S, Celi LA, Khabbaz KR, Subramaniam B. Customized Prediction of Short Length of Stay Following Elective Cardiac Surgery in Elderly Patients Using a Genetic Algorithm. World J Cardiovasc Surg. 2013 Sep; 3(5):163-170. PMID: 24482754.
    Citations: 2     
  103. Fuchs L, Lee J, Novack V, Baumfeld Y, Scott D, Celi L, Mandelbaum T, Howell M, Talmor D. Severity of acute kidney injury and two-year outcomes in critically ill patients. Chest. 2013 Sep; 144(3):866-875. PMID: 23681257.
    Citations: 7     Fields:    Translation:Humans
  104. Fialho AS, Celi LA, Cismondi F, Vieira SM, Reti SR, Sousa JM, Finkelstein SN. Disease-based modeling to predict fluid response in intensive care units. Methods Inf Med. 2013; 52(6):494-502. PMID: 23986268.
    Citations: 3     Fields:    Translation:Humans
  105. Celi LA, Mark RG, Stone DJ, Montgomery RA. "Big data" in the intensive care unit. Closing the data loop. Am J Respir Crit Care Med. 2013 Jun 01; 187(11):1157-60. PMID: 23725609.
    Citations: 25     Fields:    Translation:Humans
  106. Nair SM, Mishra P, McLennan S, Lee J, Tsao CH, Celi LA. Alcohol-related injuries requiring surgery. N Z Med J. 2013 May 10; 126(1374):92-5. PMID: 23799389.
    Citations:    Fields:    Translation:Humans
  107. Mayaud L, Lai PS, Clifford GD, Tarassenko L, Celi LA, Annane D. Dynamic data during hypotensive episode improves mortality predictions among patients with sepsis and hypotension. Crit Care Med. 2013 Apr; 41(4):954-62. PMID: 23385106.
    Citations: 16     Fields:    Translation:Humans
  108. Moses C, Celi LA, Marshall J. Pharmacovigilance: an active surveillance system to proactively identify risks for adverse events. Popul Health Manag. 2013 Jun; 16(3):147-9. PMID: 23530466.
    Citations: 9     Fields:    Translation:Humans
  109. Perry WR, Kwok AC, Kozycki C, Celi LA. Disparities in end-of-life care: a perspective and review of quality. Popul Health Manag. 2013 Apr; 16(2):71-3. PMID: 23405874.
    Citations:    Fields:    Translation:Humans
  110. Danziger J, William JH, Scott DJ, Lee J, Lehman LW, Mark RG, Howell MD, Celi LA, Mukamal KJ. Proton-pump inhibitor use is associated with low serum magnesium concentrations. Kidney Int. 2013 Apr; 83(4):692-9. PMID: 23325090.
    Citations: 34     Fields:    Translation:HumansCells
  111. Scott DJ, Lee J, Silva I, Park S, Moody GB, Celi LA, Mark RG. Accessing the public MIMIC-II intensive care relational database for clinical research. BMC Med Inform Decis Mak. 2013 Jan 10; 13:9. PMID: 23302652.
    Citations: 14     Fields:    Translation:Humans
  112. Cismondi F, Celi LA, Fialho AS, Vieira SM, Reti SR, Sousa JM, Finkelstein SN. Reducing unnecessary lab testing in the ICU with artificial intelligence. Int J Med Inform. 2013 May; 82(5):345-58. PMID: 23273628.
    Citations: 11     Fields:    Translation:Humans
  113. Celi LA, Galvin S, Davidzon G, Lee J, Scott D, Mark R. A Database-driven Decision Support System: Customized Mortality Prediction. J Pers Med. 2012 Sep 27; 2(4):138-48. PMID: 23766893.
    Citations: 10     
  114. Fuchs L, Chronaki CE, Park S, Novack V, Baumfeld Y, Scott D, McLennan S, Talmor D, Celi L. ICU admission characteristics and mortality rates among elderly and very elderly patients. Intensive Care Med. 2012 Oct; 38(10):1654-61. PMID: 22797350.
    Citations: 32     Fields:    Translation:Humans
  115. Lee J, Kothari R, Ladapo JA, Scott DJ, Celi LA. Interrogating a clinical database to study treatment of hypotension in the critically ill. BMJ Open. 2012; 2(3). PMID: 22685222.
    Citations: 7     Fields:    
  116. Hunziker S, Celi LA, Lee J, Howell MD. Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients. Crit Care. 2012 May 18; 16(3):R89. PMID: 22607685.
    Citations: 27     Fields:    Translation:Humans
  117. Celi LA, Mark RG, Lee J, Scott DJ, Panch T. Collective Experience: A Database-Fuelled, Inter-Disciplinary Team-Led Learning System. J Comput Sci Eng. 2012 Mar 01; 6(1):51-59. PMID: 23766887.
    Citations: 3     
  118. Costa CM, Gondim DD, Gondim DD, Soares HB, Ribeiro AG, Silva I, Winkler E, Celi L, Guerreiro AM, Leite CR. S2DIA: a diagnostic system for Diabetes mellitus using SANA platform. Conf Proc IEEE Eng Med Biol Soc. 2012; 2012:6078-81. PMID: 23367315.
    Citations: 1     Fields:    Translation:Humans
  119. Silva I, Moody G, Scott DJ, Celi LA, Mark RG. Predicting In-Hospital Mortality of ICU Patients: The PhysioNet/Computing in Cardiology Challenge 2012. Comput Cardiol (2010). 2012; 39:245-248. PMID: 24678516.
    Citations: 4     
  120. Celi LA, Tang RJ, Villarroel MC, Davidzon GA, Lester WT, Chueh HC. A Clinical Database-Driven Approach to Decision Support: Predicting Mortality Among Patients with Acute Kidney Injury. J Healthc Eng. 2011 Mar; 2(1):97-110. PMID: 22844575.
    Citations: 11     Fields:    
  121. Kett DH, Azoulay E, Echeverria PM, Vincent JL. Candida bloodstream infections in intensive care units: analysis of the extended prevalence of infection in intensive care unit study. Crit Care Med. 2011 Apr; 39(4):665-70. PMID: 21169817.
    Citations: 87     Fields:    Translation:HumansAnimals
  122. Galvin SD, Celi LA, Thomas KN, Clendon TR, Galvin IF, Bunton RW, Ainslie PN. Effects of age and coronary artery disease on cerebrovascular reactivity to carbon dioxide in humans. Anaesth Intensive Care. 2010 Jul; 38(4):710-7. PMID: 20715736.
    Citations: 10     Fields:    Translation:Humans
  123. McLennan S, Celi LA, Gillett G, Penney J, Foss M. Nurses share their views on end-of-life issues. Nurs N Z. 2010 May; 16(4):12-4. PMID: 20572537.
    Citations:    Fields:    Translation:Humans
  124. Endre ZH, Walker RJ, Pickering JW, Shaw GM, Frampton CM, Henderson SJ, Hutchison R, Mehrtens JE, Robinson JM, Schollum JB, Westhuyzen J, Celi LA, McGinley RJ, Campbell IJ, George PM. Early intervention with erythropoietin does not affect the outcome of acute kidney injury (the EARLYARF trial). Kidney Int. 2010 Jun; 77(11):1020-30. PMID: 20164823.
    Citations: 78     Fields:    Translation:Humans
  125. McLennan S, Vollweiler M, Celi LA. How can nurses' flu vaccination rates be boosted? Nurs N Z. 2009 May; 15(4):12-4. PMID: 19552123.
    Citations:    Fields:    Translation:HumansPHPublic Health
  126. Celi LA, Sarmenta L, Rotberg J, Marcelo A, Clifford G. Mobile Care (Moca) for Remote Diagnosis and Screening. J Health Inform Dev Ctries. 2009 Jan 01; 3(1):17-21. PMID: 21822397.
    Citations: 3     
  127. Celi LA, Hinske LC, Alterovitz G, Szolovits P. An artificial intelligence tool to predict fluid requirement in the intensive care unit: a proof-of-concept study. Crit Care. 2008; 12(6):R151. PMID: 19046450.
    Citations: 8     Fields:    Translation:Humans
  128. Glasgow JL, McLennan SR, High KJ, Celi LA. Quality of dying in a New Zealand teaching hospital. Qual Saf Health Care. 2008 Aug; 17(4):244-8. PMID: 18678719.
    Citations: 3     Fields:    Translation:Humans
  129. Ainslie PN, Celi L, McGrattan K, Peebles K, Ogoh S. Dynamic cerebral autoregulation and baroreflex sensitivity during modest and severe step changes in arterial PCO2. Brain Res. 2008 Sep 16; 1230:115-24. PMID: 18680730.
    Citations: 14     Fields:    Translation:Humans
  130. Peebles KC, Richards AM, Celi L, McGrattan K, Murrell CJ, Ainslie PN. Human cerebral arteriovenous vasoactive exchange during alterations in arterial blood gases. J Appl Physiol (1985). 2008 Oct; 105(4):1060-8. PMID: 18617625.
    Citations: 18     Fields:    Translation:Humans
  131. Khan E, Huggan P, Celi L, MacGinley R, Schollum J, Walker R. Sustained low-efficiency dialysis with filtration (SLEDD-f) in the management of acute sodium valproate intoxication. Hemodial Int. 2008 Apr; 12(2):211-4. PMID: 18394052.
    Citations: 3     Fields:    Translation:Humans
  132. Carden GP, Graham JW, McLennan S, Celi LA. Long-Term Outcome of Long Stay ICU and HDU Patients in a New Zealand Hospital. Crit Care Shock. 2008 Mar; 11(1):26-34. PMID: 23766668.
    Citations: 1     
  133. McLennan S, Gillett G, Celi LA. Healer, heal thyself: health care workers and the influenza vaccination. Am J Infect Control. 2008 Feb; 36(1):1-4. PMID: 18241729.
    Citations: 7     Fields:    Translation:HumansPHPublic Health
  134. Yap J, Celi LA. Elderly access to medical care: should age be a factor in deciding management? N Z Med J. 2007 Nov 30; 120(1266):U2838. PMID: 18264207.
    Citations:    Fields:    Translation:Humans
  135. Ainslie PN, Ogoh S, Burgess K, Celi L, McGrattan K, Peebles K, Murrell C, Subedi P, Burgess KR. Differential effects of acute hypoxia and high altitude on cerebral blood flow velocity and dynamic cerebral autoregulation: alterations with hyperoxia. J Appl Physiol (1985). 2008 Feb; 104(2):490-8. PMID: 18048592.
    Citations: 12     Fields:    Translation:HumansCTClinical Trials
  136. Conlon NP, Redmond KC, Celi LA. Spontaneous hemothorax in a patient with neurofibromatosis type 1 and undiagnosed pheochromocytoma. Ann Thorac Surg. 2007 Sep; 84(3):1021-3. PMID: 17720427.
    Citations: 6     Fields:    Translation:Humans
  137. Peebles K, Celi L, McGrattan K, Murrell C, Thomas K, Ainslie PN. Human cerebrovascular and ventilatory CO2 reactivity to end-tidal, arterial and internal jugular vein PCO2. J Physiol. 2007 Oct 01; 584(Pt 1):347-57. PMID: 17690148.
    Citations: 29     Fields:    Translation:Humans
  138. McLennan S, Celi LA, Roth P. The Health and Safety in Employment Act and the influenza vaccination of healthcare workers. N Z Med J. 2007 Mar 02; 120(1250):U2442. PMID: 17339898.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  139. Wu G, Sijnja B, Celi L, Wright P, Van Rij A. Patient with a leg ulcer. Aust Fam Physician. 2003 Sep; 32(9):739-40. PMID: 14524216.
    Citations:    Fields:    Translation:Humans
  140. Celi LA, Hassan E, Marquardt C, Breslow M, Rosenfeld B. The eICU: it's not just telemedicine. Crit Care Med. 2001 Aug; 29(8 Suppl):N183-9. PMID: 11496041.
    Citations: 14     Fields:    Translation:Humans
  141. Teoh G, Chen L, Urashima M, Tai YT, Celi LA, Chen D, Chauhan D, Ogata A, Finberg RW, Webb IJ, Kufe DW, Anderson KC. Adenovirus vector-based purging of multiple myeloma cells. Blood. 1998 Dec 15; 92(12):4591-601. PMID: 9845525.
    Citations: 9     Fields:    Translation:HumansCells
  142. Bergelson JM, Krithivas A, Celi L, Droguett G, Horwitz MS, Wickham T, Crowell RL, Finberg RW. The murine CAR homolog is a receptor for coxsackie B viruses and adenoviruses. J Virol. 1998 Jan; 72(1):415-9. PMID: 9420240.
    Citations: 81     Fields:    Translation:HumansAnimalsCells
  143. Celi L, Fisher C. Textbook of Critical Care, Shoemaker W, Ayres S, et al. eds. Toxic Shock Syndrome. 1995.
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Funded by the NIH National Center for Advancing Translational Sciences through its Clinical and Translational Science Awards Program, grant number UL1TR002541.